Seismogram¶

The Seismogram class is the data provider for a notebook session.

Constructor¶

Seismogram(*args, **kwargs)

Seismogram is the main orchestrator for the seismometer package.

`Seismogram.create_cohorts`()	Creates data columns for each cohort defined in configuration.
`Seismogram.load_data`(*[, predictions, ...])	Loads the seismogram data.

`Seismogram.events`	DataFrame of events which include the target event and other outcomes.
`Seismogram.events_columns`	Event descriptions.
`Seismogram.event_aggregation_method`(event_col)	Gets the strategy for aggregating scores with respect to the specified event.
`Seismogram.event_merge_strategy`(event_col)	Gets the strategy for merging scores with respect to the specified event.
`Seismogram.target`	Name of the target.
`Seismogram.target_cols`	List of target descriptors, the display name of the event type, for targets.
`Seismogram.target_event`	Name of the target event.
`Seismogram.time_zero`	The time associated with the primary target event.
`Seismogram.output`	The first configured model output (score).
`Seismogram.dataframe`	The working dataframe core to the analyses.
`Seismogram.output_path`	The location to write output files.
`Seismogram.censor_threshold`	Minimum number of observations for a cohort to be included.
`Seismogram.prediction_count`	Number of predictions in the data.
`Seismogram.entity_count`	Number of unique prediction entities in the data.
`Seismogram.feature_count`	Number of features in the data.
`Seismogram.start_time`	Earliest prediction time.
`Seismogram.end_time`	Latest prediction time.
`Seismogram.event_types_count`	Number of unique outcome KPIs in the data.
`Seismogram.cohort_attribute_count`	Number of unique cohort attributes by usage definition.
`Seismogram.score_bins`()	Updates the active values for notebook-scoped selections.